Traceable AI
by Traceable, Inc.
Starting at
Free plan ($0/API endpoint/month); Team $10/API endpoint/month; Enterprise custom
An AI-powered API security platform (real-time threat detection, API discovery, and security analytics) now part of Harness, where it is offered as Harness API Security.
Last verified: July 2026
Overview
Traceable AI is a comprehensive API security and observability platform that leverages artificial intelligence and machine learning to protect modern applications from API-based threats. The platform combines real-time security monitoring with deep observability features, providing organizations with complete visibility into their API ecosystem while automatically detecting and preventing security threats.
The platform stands out in the crowded API security space by offering both proactive threat detection and reactive security analytics. It uses distributed tracing technology to map API calls across complex microservices architectures, enabling security teams to understand attack patterns and identify vulnerabilities before they can be exploited. Traceable AI's approach to API security goes beyond traditional WAF solutions by providing context-aware protection that understands application behavior and business logic.
What makes Traceable AI particularly valuable for DevOps teams is its ability to integrate seamlessly into existing CI/CD pipelines while providing actionable security insights that don't slow down development velocity. The platform's AI-driven approach means it continuously learns from application behavior, reducing false positives and focusing security teams on genuine threats.
Key Features
- Real-time API Threat Detection: Advanced ML algorithms analyze API traffic patterns to identify anomalies, attacks, and suspicious behavior in real-time
- Automated API Discovery and Inventory: Automatically discovers and catalogs all APIs across your infrastructure, including shadow and zombie APIs
- Distributed Tracing for Security: Leverages OpenTelemetry and distributed tracing to provide complete visibility into API call flows and security events
- Business Logic Attack Protection: Detects sophisticated attacks that target application-specific business logic rather than just technical vulnerabilities
- API Risk Scoring: Provides risk scores for APIs based on sensitivity, exposure, and security posture to help prioritize security efforts
- Compliance and Governance: Helps organizations meet regulatory requirements with detailed audit trails and compliance reporting
- Integration Hub: Native integrations with popular DevOps tools, SIEM platforms, and security orchestration tools
- Custom Security Policies: Allows creation of custom security rules and policies based on business requirements and risk tolerance
- Incident Response Automation: Automated response capabilities that can block threats, trigger alerts, or initiate custom workflows
- API Performance Monitoring: Combines security monitoring with performance analytics to ensure APIs remain fast and reliable
Pricing Details
Traceable AI offers a freemium pricing model designed to accommodate organizations of different sizes and security maturity levels. The free tier provides basic API discovery and limited security monitoring capabilities, making it accessible for smaller teams or those just starting their API security journey.
The paid tiers scale based on API volume and advanced feature requirements. Enterprise pricing typically starts around $500-1000 per month for mid-sized deployments but can vary significantly based on API traffic volume, number of applications, and specific feature requirements. The platform offers custom enterprise packages for large organizations with complex requirements.
Pricing factors include the number of APIs monitored, volume of API calls processed, advanced features like automated response capabilities, and premium support options. Organizations can start with the free tier and upgrade as their API security needs grow, making it a flexible option for teams with varying budgets.
Pros and Cons
Pros:
- Real-time threat detection with low false positive rates thanks to AI-powered analytics
- Comprehensive API discovery capabilities that identify shadow and forgotten APIs
- Strong integration ecosystem that fits well into existing DevOps and security workflows
- Combines security and observability in a single platform, reducing tool sprawl
- Scalable architecture that can handle high-volume API environments
Cons:
- Initial setup and configuration can be complex, especially for organizations new to API security
- Requires substantial API traffic data for machine learning models to reach optimal effectiveness
- Advanced features and enterprise capabilities come with significant cost increases
- Learning curve for teams unfamiliar with API security concepts and distributed tracing
Who Should Use This Tool?
Traceable AI is ideal for organizations with significant API footprints, particularly those running microservices architectures or API-first business models. It's especially valuable for DevOps teams, security engineers, and platform teams who need to balance security requirements with development velocity.
The platform is well-suited for mid-to-large enterprises that have moved beyond basic API gateways and need more sophisticated threat detection capabilities. Organizations in regulated industries like financial services, healthcare, and e-commerce will find particular value in its compliance and governance features.
Startups and smaller companies with growing API ecosystems can benefit from starting with the free tier and scaling up as their security needs mature. However, organizations with very simple API architectures or those just beginning their digital transformation journey might find the platform more complex than necessary.
Final Verdict
Traceable AI represents a significant advancement in API security, successfully combining AI-powered threat detection with practical DevOps integration. Its strength lies in providing comprehensive visibility into API ecosystems while delivering actionable security insights that security teams can act upon immediately.
The platform's freemium model makes it accessible for organizations to experiment and prove value before making significant financial commitments. While the initial setup complexity and learning curve may be challenging for some teams, the long-term benefits of automated API discovery and intelligent threat detection make it a worthwhile investment for organizations serious about API security.
For DevOps teams looking to implement robust API security without sacrificing development velocity, Traceable AI offers a compelling solution that grows with organizational needs and provides the deep insights necessary for modern application security.
Pros
- + Real-time API threat detection
- + Comprehensive API discovery and inventory
- + Advanced AI-powered security analytics
- + Seamless integration with existing DevOps workflows
- + Strong observability and distributed tracing capabilities
Cons
- - Can be complex to set up initially
- - Requires significant data for ML models to be most effective
- - Premium features can be expensive for smaller teams
- - Learning curve for teams new to API security
What Users Actually Complain About
Acquired by Harness (completed March 2025) and now sold as part of the Harness AppSec/DevSecOps portfolio — Harness has since launched Harness AI Security on top of it. The traceable.ai site and Traceable branding are still live (footer reads © Harness Inc.), but new purchases increasingly route through Harness commercial terms and existing contracts convert at renewal. Endpoint-based pricing means costs scale with API surface area, and initial configuration is substantial.
Skip it if:
You want a standalone, independent API security vendor — Traceable's roadmap and commercials now sit inside Harness. Also avoid if you don't have a significant API attack surface, or if a per-API-endpoint pricing model is a poor fit for your architecture.
Based on community feedback from Reddit, HN, and G2 reviews.
Compare Traceable AI with
Frequently Asked Questions
What is Traceable AI?
An AI-powered API security platform (real-time threat detection, API discovery, and security analytics) now part of Harness, where it is offered as Harness API Security.
How much does Traceable AI cost?
Traceable AI uses a freemium pricing model with plans starting at Free plan ($0/API endpoint/month); Team $10/API endpoint/month; Enterprise custom.
What are the main advantages of Traceable AI?
The key advantages of Traceable AI include: Real-time API threat detection; Comprehensive API discovery and inventory; Advanced AI-powered security analytics; Seamless integration with existing DevOps workflows; Strong observability and distributed tracing capabilities.
What are the drawbacks of Traceable AI?
Some limitations to consider: Can be complex to set up initially; Requires significant data for ML models to be most effective; Premium features can be expensive for smaller teams; Learning curve for teams new to API security.
What category does Traceable AI belong to?
Traceable AI is a Security tool developed by Traceable, Inc..
Traceable AI Comparisons
Security Guides
Best DevSecOps Security Tools 2026
Best ToolsCompare the best DevSecOps security tools for 2026. Expert analysis of AI-powered platforms like Snyk, Wiz, Aqua Security & more to secure your CI/CD pipeline.
How to Choose a Security Scanning Tool
How to ChooseComplete guide to choosing security scanning tools for DevOps teams. Compare SAST, DAST, SCA tools and find the perfect fit for your security needs.
Snyk Review 2026: Features, Pricing & Is It the Best DevSecOps Tool?
How to ChooseIn-depth Snyk review for 2026 — what it does, how pricing works, free tier vs paid, and whether it's the right developer security platform for your team.
Best Snyk Alternatives in 2026: Free & Paid Developer Security Tools
Best ToolsThe best alternatives to Snyk in 2026 — Semgrep, Socket.dev, Aikido Security, Jit.io, and SonarQube compared on features, pricing, and use case fit.
Try Traceable AI
Starting at Free plan ($0/API endpoint/month); Team $10/API endpoint/month; Enterprise custom
Other Security Tools
View all 45 tools →Aikido Security
Aikido Security
Aikido Security is a comprehensive DevSecOps platform that provides real-time security monitoring, vulnerability management, and threat detection for...
Allstar by OpenSSF
Open Source Security Foundation (OpenSSF)
Allstar is a GitHub App that continuously monitors GitHub organizations and repositories for adherence to security best practices and policies.
Apiiro
Apiiro
Application Security Posture Management (ASPM) platform using a risk graph to prioritize code-level security risks based on developer behavior and asset...
Aqua Security AI
Aqua Security
AI-powered cloud native security platform for containers and serverless